Title :
Spatial processing of events with landmines in Colombia
Author :
Díaz, Carlos Andrés García ; Quimbaya, Alexandra Pomares
Author_Institution :
Fac. de Ingeniera, Pontificia Univ. Javeriana, Bogota, Colombia
Abstract :
This paper presents a strategy for the analysis of landmine events, combining spatial data mining (SDM) and Geographic Information Systems (GIS) in an enriched data environment. This strategy allows to acquire useful information to improve the prevention, detection and response to the problems of planning humanitarian demining operations in Colombia. For this study, we analyzed the events in Colombia during the period 2006-2011, using GIS and tools for spatial analysis. Additionally, we present the techniques used and the results obtained by applying density tests, measures of central tendency, statistical significance, areas of influence, and hotspot interpolation methods.
Keywords :
data mining; geographic information systems; interpolation; Colombia; GIS; SDM; central tendency; density tests; geographic information systems; hotspot interpolation methods; humanitarian demining operations; landmine events; spatial analysis; spatial data mining; spatial processing; statistical significance; Area measurement; Data mining; Electronic mail; Geographic information systems; Landmine detection; Planning; Spatial databases; Geographic information systems; data mining; landmines; spatial analysis; spatial and temporal distribution; spatial processing;
Conference_Titel :
Computing Congress (CCC), 2012 7th Colombian
Conference_Location :
Medellin
Print_ISBN :
978-1-4673-1475-6
DOI :
10.1109/ColombianCC.2012.6398043
